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Table 4 Performance comparison for forecasting methods

From: Channel-independent recreation of artefactual signals in chronically recorded local field potentials using machine learning

Method RMSE Time (s)
LSTM 0.1538 0.0433
CNN-LSTM 0.1456 0.0547
ARMAX 0.1449 1.5425